Bouygues SA
d5296cdd-da07-475c-8560-ee4b89c312e2
PRODUCTION_VERIFIED schema v3.0.0 Inferred last heartbeat: 2026-07-23T15:34:35.882227+00:00

Business Model Classification Tokens

contract_cycle_length
null
Inferred
Pending — BM Dev Shop classification run
enterprise_sales_motion
null
Inferred
Pending — BM Dev Shop classification run
procurement_complexity
null
Inferred
Pending — BM Dev Shop classification run
vendor_lock_coefficient
null
Inferred
Pending — BM Dev Shop classification run
consumer_acquisition_channel
null
Inferred
Pending — BM Dev Shop classification run
brand_loyalty_index
null
Inferred
Pending — BM Dev Shop classification run
impulse_vs_considered_purchase
null
Inferred
Pending — BM Dev Shop classification run
retail_distribution_reach
null
Inferred
Pending — BM Dev Shop classification run
billing_cadence
null
Inferred
Pending — BM Dev Shop classification run
churn_rate_benchmark
null
Inferred
Pending — BM Dev Shop classification run
annual_recurring_revenue_ratio
null
Inferred
Pending — BM Dev Shop classification run
free_trial_conversion_rate
null
Inferred
Pending — BM Dev Shop classification run
subscriber_ltv_model
null
Inferred
Pending — BM Dev Shop classification run
bundle_discount_depth
null
Inferred
Pending — BM Dev Shop classification run
cross_sell_attach_rate
null
Inferred
Pending — BM Dev Shop classification run
bundle_churn_vs_single_churn
null
Inferred
Pending — BM Dev Shop classification run
bundle_margin_blended
null
Inferred
Pending — BM Dev Shop classification run
upsell_pathway_architecture
null
Inferred
Pending — BM Dev Shop classification run

Business Model Archetype Classification

University of St. Gallen — 55 Business Model Navigator (Gassmann et al.)

SG-020 Hidden Revenue VALUE High
Direct: monetization_vector contains [Multi-channel: telecom subscription fees, project-based construction billing, broadcast advertising CPM, and Equans energy services contracts]; revenue_model_type=~40% recurring (telecom subscriptions, long-term construction contracts); ~60% transactional (project-based construction, spot advertising)
SG-049
Subscription
VALUE High
SG-009
Customer Loyalty
WHO High
SG-014
Flat Rate
VALUE High
SG-037
Product as a Service
VALUE High
SG-024
Lock-in
WHO High
SG-036
Product to Capability
WHAT High

Hybrid Combination

Hidden Revenue (SG-020) VALUE provides the core structure, combined with Subscription (SG-049) + Customer Loyalty (SG-009) + Flat Rate (SG-014) to form the complete business model fingerprint.

55 Archetypes Evaluated High: 7 Medium: 13 Registry: schemas/sg55_archetype_registry.yaml

Knowledge Graph — All Sections

debt_leverage_profile
Net debt ~€17B (2023); net debt/EBITDA ~2.5x; 20bps rate rise adds ~€34M annual interest cost given floating-rate exposure
Inferred
Agent_Inference
interest_rate_sensitivity
~30% of debt estimated floating-rate; 20bps increase raises annual interest expense by ~€30-40M, compressing net income ~2-3%
Inferred
Agent_Inference
geopolitical_supply_exposure
Medium intensity; US-China trade tariffs on metals and components disrupt supply chains.
Medium
GICS-commodity-overlay-v1
supply_chain_dependency
Taiwan Strait (semiconductors for Bouygues Telecom equipment); Ukraine/Russia corridor (steel and raw materials for construction)
Inferred
Agent_Inference
international_expansion_readiness
CFA franc (pegged, low devaluation risk in Africa); USD exposure moderate via TF1 international; GBP exposure post-Brexit via UK construction
Inferred
Agent_Inference
geographic_footprint
~75% revenue France-based; Africa (CFA franc, pegged to EUR, low risk); UK (GBP, moderate volatility); USD markets minor but present
Inferred
Agent_Inference
commodity_exposure_profile
Medium intensity; commodities: Steel, Aluminum, Copper, Crude Oil (fuel), Rare Earth Elements, Plastics/Resins; geopolitical: US-China trade tariffs on metals and components disrupt supply chains.
Medium
GICS-commodity-overlay-v1
vendor_lock_dependency_score
Ericsson and Nokia represent critical RAN equipment suppliers for Bouygues Telecom; substitution costly but not >30% total group input cost
Inferred
Agent_Inference
business_model_type_primary
Minimal cloud infrastructure dependency; core businesses (construction, telecom, media) rely on own/vendor on-premise and hybrid systems
Inferred
Agent_Inference
business_model_type_secondary
Bouygues Telecom uses cloud partially for IT; disruption manageable within 30-90 days via migration to alternative providers
Inferred
Agent_Inference
switching_cost_profile
Low API coupling risk overall; Bouygues Telecom has some third-party BSS/OSS dependencies but no single dominant API provider
Inferred
Agent_Inference
howey_test_risk_index
Not applicable; revenue from construction contracts, telecom subscriptions, and broadcast advertising — no securities law Howey risk
Inferred
Agent_Inference
regulatory_burden_tier
Medium
Medium
GICS-regulatory-overlay-v1
data_sovereignty_risk
Moderate GDPR exposure via Bouygues Telecom (customer data, ~13M subscribers); CCPA not material; French DPA (CNIL) primary regulator
Inferred
Agent_Inference
antitrust_exposure_flag
Moderate; Bouygues Telecom operates in French 4-player telecom market with ongoing consolidation pressure; prior merger attempts scrutinized by EU
Inferred
Agent_Inference
regulatory_exposure_profile
Medium burden; regimes: FAA, DOT, OSHA, EPA, ITAR, FTC; Export controls and defense procurement rules create contract concentration risk.
Medium
GICS-regulatory-overlay-v1
revenue_model_type
~40% recurring (telecom subscriptions, long-term construction contracts); ~60% transactional (project-based construction, spot advertising)
Inferred
Agent_Inference
monetization_vector
Multi-channel: telecom subscription fees, project-based construction billing, broadcast advertising CPM, and Equans energy services contracts
Inferred
Agent_Inference
pricing_architecture
Telecom pricing under competitive pressure (SFR, Orange, Free); construction margins thin (~2-4%); advertising market cyclical — limited pricing power
Inferred
Agent_Inference
pricing_power_rating
Low-to-moderate (3/10); telecom commoditized, construction competitive bid, media ad market cyclical — Equans has some B2B contract pricing leverage
Inferred
Agent_Inference
target_gross_margin_bracket
Consolidated gross margin ~15-18%; Telecom ~35%, Construction ~5-7%, Media ~25-30%, Equans ~8-10%
Inferred
Agent_Inference
churn_vulnerability_index
Telecom churn ~1.2-1.5%/month; no significant free-rider problem; construction and Equans are contract-based with low leakage risk
Inferred
Agent_Inference
headcount_cost_structure
Revenue growth largely headcount-linear in construction and Equans (labor-intensive); Telecom is sublinear — technology and automation buffer
Inferred
Agent_Inference
marginal_cost_of_growth
High marginal cost in construction/Equans (labor-driven); Telecom marginal cost of adding subscribers declining with network maturity
Inferred
Agent_Inference
franchise_compliance_risk
Not a franchise model; however Equans multi-country energy services network carries contractor compliance drift risk across EU jurisdictions
Inferred
Agent_Inference
customer_acquisition_metric
Telecom CAC ~€150-200/subscriber; at 10x scale, CAC likely rises as market saturates — French telecom penetration already >100%
Inferred
Agent_Inference
network_effect_present
Weak network effects; Bouygues Telecom benefits from scale but no strong user-to-user network effect; TF1 audience scale has mild advertiser network effect
Inferred
Agent_Inference
asset_efficiency_ratio
AI displaces limited share of Bouygues core operations near-term; construction and field services resistant; Telecom customer service partially automatable
Inferred
Agent_Inference
recession_resistance_tier
Tier 3 (moderate vulnerability); construction highly cyclical, advertising drops in recession; telecom and utilities (Equans) relatively defensive
Inferred
Agent_Inference
customer_segment_primary
B2C — telecom subscribers (~13M mobile) and TF1 mass-market TV audience (France)
Inferred
Agent_Inference
customer_segment_secondary
B2B/Government — large-scale construction projects (public infrastructure, real estate developers) and Equans corporate/institutional energy clients
Inferred
Agent_Inference
characteristic_occupations
["11-0000 Management Occupations", "13-0000 Business and Financial Operations Occupations", "15-0000 Computer and Mathematical Occupations", "17-0000 Architecture and Engineering Occupations", "23-0000 Legal Occupations", "33-0000 Protective Service Occupations", "37-0000 Building and Grounds Cleaning and Maintenance Occupations", "41-0000 Sales and Related Occupations", "43-0000 Office and Administrative Support Occupations", "47-0000 Construction and Extraction Occupations", "49-0000 Installation, Maintenance, and Repair Occupations", "51-0000 Production Occupations", "53-0000 Transportation and Material Moving Occupations"]
High
SOC-2018/GICS-overlay
agent_automatable_labor_share
0.3 (HIL — ~30% of characteristic roles agent-automatable)
Medium
SOC-2018 + agentic-exposure-v1
capital_expenditure_profile
~€2.5B annual capex; Telecom network modernization (5G rollout) is future-state; construction capex low; Equans investment in energy transition services growing
Inferred
Agent_Inference
sec_cik
null
Inferred
Agent_Inference
ticker
EN (Euronext Paris); trades at ~8-10x P/E, modest discount reflecting construction cyclicality, telecom margin pressure, and Equans integration risk
Inferred
Agent_Inference

Business Model Components

Core Space

> *Pending Turn 2 — Business Model Type Agent population.*

Interaction Modes

> *Pending Turn 2 — Business Model Type Agent population.*

Product Matrix

> *Pending Turn 2 — Business Model Type Agent population.*

Historical Evolution Log

Live Operational Signals

Signal DateSignal TypeSummary
Source

Evaluation Gate — Persona Stress Tests

SKILL_BUFFETT_VAL_03PASS2026-07-23no unmet atoms among this persona's authored questions
SKILL_LEGAL_SEC_01PASS2026-07-23no unmet atoms among this persona's authored questions
SKILL_SHORT_BEAR_01PASS2026-07-23no unmet atoms among this persona's authored questions
SKILL_MACRO_STRAT_01PASS2026-07-23no unmet atoms among this persona's authored questions
SKILL_OPS_PARTNER_01PASS2026-07-23no unmet atoms among this persona's authored questions

Live Status

No Live Status block found.